Federated deep reinforcement learning for open ran slicing in 6g networks
A Abouaomar, A Taik, A Filali… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Radio access network (RAN) slicing is a key element in enabling current 5G networks and
next-generation networks to meet the requirements of different services in various verticals …
next-generation networks to meet the requirements of different services in various verticals …
Research Trends in the Use of Machine Learning Applied in Mobile Networks: A Bibliometric Approach and Research Agenda
This article aims to examine the research trends in the development of mobile networks from
machine learning. The methodological approach starts from an analysis of 260 academic …
machine learning. The methodological approach starts from an analysis of 260 academic …
A novel duplex deep reinforcement learning based RRM framework for next-generation V2X communication networks
Resource management in the next-generation vehicle-to-everything (V2X) communication
networks is a demanding research problem. It is difficult to achieve the best results if the …
networks is a demanding research problem. It is difficult to achieve the best results if the …
Energy-aware dynamic DU selection and NF relocation in O-RAN using actor–critic learning
Open radio access network (O-RAN) is one of the promising candidates for fulfilling flexible
and cost-effective goals by considering openness and intelligence in its architecture. In the …
and cost-effective goals by considering openness and intelligence in its architecture. In the …
Slicing resource allocation based on dueling DQN for eMBB and URLLC hybrid services in heterogeneous integrated networks
G Chen, R Shao, F Shen, Q Zeng - Sensors, 2023 - mdpi.com
In 5G/B5G communication systems, network slicing is utilized to tackle the problem of the
allocation of network resources for diverse services with changing demands. We proposed …
allocation of network resources for diverse services with changing demands. We proposed …
Resource Allocation for Co-existence of eMBB and URLLC Services in 6G Wireless Networks: A Survey
B Adhikari, M Jaseemuddin, A Anpalagan - IEEE Access, 2023 - ieeexplore.ieee.org
Next generation of wireless networks are characterized by two main features named
Enhanced Mobile Broadband (eMBB) and Ultra Reliable Low Latency Communications …
Enhanced Mobile Broadband (eMBB) and Ultra Reliable Low Latency Communications …
Network Slicing Resource Allocation Optimization Based on Multiactor-Attention-Critic Joint With Bidding in Heterogeneous Integrated Network
G Chen, X Zhang, S Qi, Q Zeng… - IEEE Systems …, 2024 - ieeexplore.ieee.org
The demand for various types of services is growing rapidly with the development of beyond
5G/6G networks, network slicing (NS) is considered as an effective technology to cope with …
5G/6G networks, network slicing (NS) is considered as an effective technology to cope with …
Securing Future Generation Virtual Wireless Networks for Cyber Physical Systems
V Chaudhary - 2023 - search.proquest.com
In recent years, resource sharing is becoming a great alternative to mobilize idle resources,
and a similar practice is becoming popular in the wireless communication as wireless …
and a similar practice is becoming popular in the wireless communication as wireless …